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correct spelling mistake
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@ -34,7 +34,7 @@ For 16-bit precision GPU training, make sure to install [NVIDIA apex](https://gi
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Feature evaluation is done using a linear model protocol.
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First, we learned features using SimCLR on the ```STL10 unsupervised``` set. Then, we train a linear classifier on top of the frozen features from SimCLR. The linera model is trained on features extracted from the ```STL10 train``` set and evaluated on the ```STL10 test``` set.
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First, we learned features using SimCLR on the ```STL10 unsupervised``` set. Then, we train a linear classifier on top of the frozen features from SimCLR. The linear model is trained on features extracted from the ```STL10 train``` set and evaluated on the ```STL10 test``` set.
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Check the [](https://github.com/sthalles/SimCLR/blob/simclr-refactor/feature_eval/mini_batch_logistic_regression_evaluator.ipynb) notebook for reproducibility.
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